Week 5
Week 5
Embedded Files
Description about Machine Learning
Description about Machine Learning
Machine Learning is the study of computer algorithms(which is a set of instructions designed to perform a specific task) that is developed automatically through experience. Sometimes it is known as artificial intelligence. Moreover, machine learning is an application of artificial intelligence that provides different types of systems the ability to automatically learn and improve from experiences without being explicitly programmed.
Step by Step Procedure
Step by Step Procedure
During this activity, we use a google feature “Teachable Machine”. Teachable Machine is a web-based tool that makes creating machine learning models fast, easy and accessible to everyone. The steps to complete a project are the following:
Go to https://teachablemachine.withgoogle.com/ and create a free account
Then, we have to collect a group of sample or categories that we want the computer to learn, after this we click train model
After we complete it, we can export the model into the projects such as sites, apps and more.
We can verify the output by showing the chosen object into the camera and see if the computer learned it
Outputs
Outputs
For this project, I chose four different objects which are face mask, face shield, nintendo switch and a book. The project successfully worked because the computer was able to read the object I have chosen by observing with the camera
Use Screen Capture on your Computer
Use Screen Capture on your Computer
In this picture, it shows the four objects I chose and recorded.
In this picture, it shows the four objects I chose and recorded.
In this picture, I am showing the face mask and the orange output goes all the way to the right
In this picture, I am showing the face mask and the orange output goes all the way to the right
In this picture, I am showing the face shield and the red line goes all the way to the right
In this picture, I am showing the face shield and the red line goes all the way to the right
In this picture, I am showing the Nintendo switch and the purple line goes all the way to the right
In this picture, I am showing the Nintendo switch and the purple line goes all the way to the right
In this picture, I am showing a random book and the blue line goes all the way to the right
In this picture, I am showing a random book and the blue line goes all the way to the right
Reflection
Reflection
For this week's lesson, we touched two different tools which are Machine Learning as well as Arduino. For Machine learning, we use the website listed and we were able to record ourselves by doing any movement, then once trained, we could see the movement being displayed and test the output. We were also introduced to Arduino basic by using Tinker CAD. This tool allow us to design our own Circuit without having to have the physical's tools. While Using machine Learning, I was able to grasp an idea about algorithm and how the computer reads your movement through some data.
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